Risk analysis in bao bun production processes using FMEA and FTA methods: a case study

Nastiti Caket Gusti, La Ode Ahmad Safar Tosungku, Suwardi Gunawan

Abstract


Risks are present in every activity and could cause damage if not properly addressed. This research discusses how to identify risks that occur in the production process of the food industry. The characteristics of the goods, such as flavor, price, appearance, and availability, are met through the production process by transforming raw materials into products. The XX Bakery business experiences several risks at the production stage that reduce the quality of the product which potentially causes financial losses. Failure Mode and Effect Analysis (FMEA) is used to identify and assess the risks and their level of importance. There were 20 risks that occurred in the production process obtained through observation and interviews. The risks were then assessed based on severity, occurrence, and detection through a questionnaire to determine the Risk Priority Number (RPN) value. The Pareto chart shows which risks would result in a significant impact if given treatment. There were top 5 risks in which RPN values resulted in 80% of the total score. The risks are broken mixer with a score of 360, fluctuation of raw material prices with a score of 320, power outages with a score of 240, workers experiencing fatigue with a score of 144, and water supply stopped with a score of 60. The risks were then further analyzed using Fault Tree Analysis (FTA) to find their root causes. The results of the risk management processes serve as a base for consideration in forming proposals for corrective actions that improve risks—the implementation of the proposed improvements is expected to reduce losses that potentially be experienced by the business.


Keywords


risk management; food industry; FMEA; Pareto Chart; Fault Tree Analysis

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References


Al Togar, M. H., & Al Hakim, Y. R. (2022). The Effect of Price Perception, Product Diversity, Service Quality and Store Image on Purchase Intention in Bread Products. Journal of Marketing and Business Research (MARK), 2(1), 35–46.

Aljabar, M. W. M., & Hasibuan, S. (2021). Performance evaluation of after-sales service partners in the power tools industry. Jurnal Sistem dan Manajemen Industri, 5(2), 105-114.

Alkiayat, M. (2021). A practical guide to creating a Pareto chart as a quality improvement tool. Global Journal on Quality and Safety in Healthcare, 4(2), 83–84. https://doi.org/https://doi.org/10.36401/JQSH-21-X1

Arta, I. P. S., Satriawan, D. G., Bagiana, I. K., Loppies, Y., Shavab, F. A., Mala, C. M. F., Sayuti, A. M., Safitri, D. A., Berlianty, T., Julike, W., Wicaksono, G., Marietza, F., Kartawinata, B. R., & Utami, F. (2021). Manajemen Risiko. In Cv Widina Media Utama. Cv Widina Media Utama.

Artaya, I. P. (2018). Dasar-Dasar Manajemen Operasi dan Produksi. Narotama University Press, Surabaya.

Bhagwat, V. R. (2019). Chapter 9 - Safety of Water Used in Food Production. In R. L. Singh & S. Mondal (Eds.), Food Safety and Human Health (pp. 219–247). Academic Press. https://doi.org/https://doi.org/10.1016/B978-0-12-816333-7.00009-6

Cauvain, S. (2015). Mixing and Dough Processing. In S. Cauvain (Ed.), Technology of Breadmaking (pp. 101–146). Springer International Publishing. https://doi.org/10.1007/978-3-319-14687-4_4

Hermawan, I., & Sitepu, W. J. (2018). Tinjauan Perawatan Mesin Mixing Pada Ud Roti Mawi. Jurnal Teknovasi: Jurnal Teknik Dan Inovasi Mesin Otomotif, Komputer, Industri Dan Elektronika, 2(1), 117–128.

Hopkin, P. (2010). Fundamentals of Risk Management: Understanding, Evaluating and Implementing Effective Risk Management (1st ed.). Kogan Page. https://books.google.co.id/books?id=XyfmyNbC5a8C

Huang, S., & Miskelly, D. (2016). Chapter 6 - Dough Preparation and Processing. In S. Huang & D. B. T.-S. B. Miskelly (Eds.), Woodhead Publishing Series in Food Science, Technology and Nutrition (pp. 69–80). Woodhead Publishing. https://doi.org/https://doi.org/10.1016/B978-0-08-100715-0.00006-9

Jahangoshai Rezaee, M., Yousefi, S., Valipour, M., & Dehdar, M. M. (2018). Risk analysis of sequential processes in food industry integrating multi-stage fuzzy cognitive map and process failure mode and effects analysis. Computers & Industrial Engineering, 123, 325–337. https://doi.org/https://doi.org/10.1016/j.cie.2018.07.012

Kadim, A. (2017). Penerapan Manajemen Produksi dan Operasi di Industri Manufaktur. Mitra Wacana Media.

Kristina, S., & Wijaya, B. M. (2017). Risk management for food and beverage industry using Australia/New Zealand 4360 Standard. IOP Conference Series: Materials Science and Engineering, 277(1), 012025. https://doi.org/10.1088/1757-899X/277/1/012025

Magdalena, M., & Winardi, S. (2020). Pengaruh kualitas produk dan citra merek terhadap keputusan pembelian pada roti CV. Rima Bakery Di Kota Padang. Jurnal Pundi, 4(1). https://doi.org/https://doi.org/10.31575/jp.v4i1.217

Mishra, S. K., & Mahapatra, D. (2015). Maintenance Strategy and Decision Making–AHP Method. International Journal of Advanced Engineering Research and Studies, IV(II), 256–258.

Mulasiwi, C. M., Najmudin, N., & Anwar, N. (2022). Peningkatan Produksi Melalui Stabilisasi Pasokan Listrik Dan Perbaikan Kemasan Pada UMKM Cokro Snack di Desa Alasmalang Kecamatan Kemranjen Kabupaten Banyumas. Prosiding Seminar Nasional LPPM Unsoed, 11(1).

Press, D. (2003). Guidelines for Failure Mode and Effects Analysis (FMEA), for Automotive, Aerospace, and General Manufacturing Industries. CRC Press. https://books.google.co.id/books?id=a37wp6Xd4LoC

Safe Work Australia. (2013). Guide for managing the risk of fatigue at work. Safe Work Australia.

Stamatis, D. H. (2019). Risk Management Using Failure Mode and Effect Analysis (FMEA). ASQ Quality Press. https://books.google.co.id/books?id=temiEAAAQBAJ

Xing, L., & Amari, S. V. (2008). Fault Tree Analysis. In K. B. Misra (Ed.), Handbook of Performability Engineering (pp. 595–620). Springer London. https://doi.org/10.1007/978-1-84800-131-2_38




DOI: http://dx.doi.org/10.22441/oe.2024.v16.i1.106

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